Chatbots are reshaping the landscape of web search, challenging established giants like Google and Microsoft with the emergence of innovative startups. As advancements in generative AI continue redefining how users interact with search engines, the future of web search is transforming. In recent years, integrating generative AI chat components into search systems has emerged as